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Adaptive Decision Engine / A Sunsato product

Decisions should show their work.

ADE turns operational data into actions your team can explain, challenge, approve, and measure — with the evidence and confidence visible at every step.

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coastal-revenue / analysis-07
Deterministic run

Recommended action / Revenue

Shift capacity toward weekend coastal routes.

82%confidence
Reason
Weekend demand is 38% above the weekday baseline while cancellation risk remains low.
Supporting pattern
High-demand cluster · 290 aggregated records · stable across four months.

Test the reallocation for two weekends and measure the uplift.

The decision path

From raw signal to accountable action.

ADE composes only the deterministic capabilities a problem needs. Each stage leaves a readable trace for the next.

01

Data

Validated rows and mapped fields.

02

Pattern

Clusters, trends, and forecasts.

03

Score

Risk, efficiency, and confidence.

04

Recommend

Prioritised actions with reasons.

05

Decide

Approve, execute, and measure.

Explainability

Every recommendation answers five questions.

If a team cannot inspect a decision, it cannot responsibly act on it.

01

What is recommended?

A concrete, prioritised action — never an orphaned score.

02

Why is it recommended?

The pattern, cluster, trend, or fired rule that supports it.

03

How strong is the signal?

A confidence value your team can challenge before acting.

04

What data supports it?

The rows, segments, and scenarios behind the recommendation.

05

What should happen next?

An action with an owner, lifecycle, and measurable outcome.

One engine, many decisions

Domain-flexible at the core. Specific where it matters.

The runtime stays reusable while typed verticals bring the contracts and scoring logic each domain requires.

Production reference

Tourism decisions, grounded in real operating signals.

Forecast demand, surface cancellation risk, compare revenue scenarios, and turn the result into a trackable decision.

Vertical status

Tourism & hospitalityLive
Energy optimisationRoadmap
OperationsRoadmap

Built for trust

Serious enough to run an operation.

ADE separates assistance from authority. Core decisions stay reproducible, tenant-scoped, and open to review.

Deterministic by design

The same input and configuration produce the same auditable result.

No LLM in the decision path

Language models may help map schemas. They never generate ADE decisions.

Tenant isolation in the database

Projects and roles are protected with tested row-level security.

Your next decision is already in the data.

Open the demo workspace, run an analysis, and review the evidence behind the recommendation.